{"id":"W2587612728","doi":"10.1016/j.hrthm.2006.02.129","title":"AB18-6","year":2006,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Ablation; Atrial flutter; Atrial fibrillation; Fluoroscopy; Cardiology; Internal medicine; Pulmonary vein; Catheter ablation; Radiofrequency ablation; Catheter; Amiodarone; Cardioversion; Group B; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000558186,0.00004923854,0.0001106273,0.00004241928,0.00003622621,0.000009308825,0.000007966943,0.00002585809,0.0004929611],"category_scores_gemma":[0.00001225317,0.00004129362,0.00007019772,0.00008430528,0.00001343063,0.00003475709,0.00001163776,0.00003269742,0.0007637183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001333528,"about_ca_system_score_gemma":0.00001013822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003648279,"about_ca_topic_score_gemma":0.000004614824,"domain_scores_codex":[0.9995806,0.00000665229,0.0001079712,0.0000854534,0.0001131187,0.0001061807],"domain_scores_gemma":[0.9998041,0.00001785043,0.00001499228,0.0001150675,0.00001885674,0.00002915019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008769396,0.00001321939,0.6387295,0.00006388962,0.00002928012,0.00009120817,0.00002867033,0.00003953262,0.00156737,0.03084607,0.3244763,0.004027267],"study_design_scores_gemma":[0.0003298985,0.00001891765,0.3358753,0.000006007147,0.00001261321,0.0000834239,0.000004258814,0.00003988152,0.0003742726,0.0003291355,0.6628893,0.00003704196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850511,0.0004739764,0.0004144676,0.03567157,0.0004735246,0.0003941639,0.000001189162,0.0002826375,0.07723734],"genre_scores_gemma":[0.9464868,0.000006619716,0.00106397,0.0006589265,0.00191228,8.126356e-7,0.00001349216,0.000009157389,0.04984788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.338413,"threshold_uncertainty_score":0.9816309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207389083108305,"score_gpt":0.3219035376649542,"score_spread":0.2798296468338711,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}